Overview
Brought to you by YData
Dataset statistics
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Number of variables | 10 | 10 |
| Number of observations | 695404 | 225141 |
| Missing cells | 0 | 0 |
| Missing cells (%) | 0.0% | 0.0% |
| Duplicate rows | 0 | 0 |
| Duplicate rows (%) | 0.0% | 0.0% |
| Total size in memory | 58.4 MiB | 18.9 MiB |
| Average record size in memory | 88.0 B | 88.0 B |
Variable types
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Numeric | 10 | 9 |
| Categorical | 0 | 1 |
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
Depth (m) is highly overall correlated with Qtn (-) and 3 other fields | Depth (m) is highly overall correlated with u0 (kPa) and 2 other fields | High correlation |
Fr (%) is highly overall correlated with Qtn (-) and 2 other fields | Fr (%) is highly overall correlated with Qtn (-) and 2 other fields | High correlation |
Qtn (-) is highly overall correlated with Depth (m) and 6 other fields | Qtn (-) is highly overall correlated with Fr (%) and 3 other fields | High correlation |
Rf (%) is highly overall correlated with Fr (%) and 1 other fields | Rf (%) is highly overall correlated with Fr (%) and 1 other fields | High correlation |
fs (kPa) is highly overall correlated with Qtn (-) and 1 other fields | fs (kPa) is highly overall correlated with Qtn (-) and 1 other fields | High correlation |
qc (MPa) is highly overall correlated with Fr (%) and 3 other fields | qc (MPa) is highly overall correlated with Fr (%) and 3 other fields | High correlation |
u0 (kPa) is highly overall correlated with Depth (m) and 3 other fields | u0 (kPa) is highly overall correlated with Depth (m) and 2 other fields | High correlation |
σ',v (kPa) is highly overall correlated with Depth (m) and 3 other fields | σ',v (kPa) is highly overall correlated with Depth (m) and 3 other fields | High correlation |
σ,v (kPa) is highly overall correlated with Depth (m) and 3 other fields | σ,v (kPa) is highly overall correlated with Depth (m) and 2 other fields | High correlation |
Oberhollenzer_classes has 37931 (5.5%) zeros | Alert not present in this dataset | Zeros |
Reproduction
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Analysis started | 2024-11-07 15:08:24.238953 | 2024-11-07 15:09:28.559302 |
| Analysis finished | 2024-11-07 15:09:28.545802 | 2024-11-07 15:09:53.872942 |
| Duration | 1 minute and 4.31 seconds | 25.31 seconds |
| Software version | ydata-profiling vv4.12.0 | ydata-profiling vv4.12.0 |
| Download configuration | config.json | config.json |
Variables
Depth (m)
Real number (ℝ)
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Distinct | 7538 | 6439 |
| Distinct (%) | 1.1% | 2.9% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 14.166534 | 13.485577 |
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Minimum | 0.01 | 0.02 |
| Maximum | 75.85 | 65.19 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 10.6 MiB | 3.4 MiB |
Quantile statistics
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Minimum | 0.01 | 0.02 |
| 5-th percentile | 1.56 | 1.39 |
| Q1 | 6.36 | 5.97 |
| median | 11.98 | 11.68 |
| Q3 | 18.68 | 18.49 |
| 95-th percentile | 36.42 | 31.86 |
| Maximum | 75.85 | 65.19 |
| Range | 75.84 | 65.17 |
| Interquartile range (IQR) | 12.32 | 12.52 |
Descriptive statistics
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Standard deviation | 10.749141 | 9.9924045 |
| Coefficient of variation (CV) | 0.75876999 | 0.74096971 |
| Kurtosis | 2.8018124 | 2.6303474 |
| Mean | 14.166534 | 13.485577 |
| Median Absolute Deviation (MAD) | 6.08 | 6.17 |
| Skewness | 1.4358745 | 1.3261443 |
| Sum | 9851464.7 | 3036156.4 |
| Variance | 115.54404 | 99.848147 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5.16 | 325 | < 0.1% |
| 5.19 | 325 | < 0.1% |
| 5.15 | 325 | < 0.1% |
| 5.18 | 325 | < 0.1% |
| 5.17 | 324 | < 0.1% |
| 5.14 | 324 | < 0.1% |
| 7.03 | 324 | < 0.1% |
| 7.84 | 324 | < 0.1% |
| 5.04 | 323 | < 0.1% |
| 7.04 | 323 | < 0.1% |
| Other values (7528) | 692162 |
| Value | Count | Frequency (%) |
| 4.51 | 108 | < 0.1% |
| 4.53 | 107 | < 0.1% |
| 6.13 | 107 | < 0.1% |
| 6.01 | 107 | < 0.1% |
| 6.06 | 106 | < 0.1% |
| 6.1 | 106 | < 0.1% |
| 6.12 | 106 | < 0.1% |
| 4.52 | 106 | < 0.1% |
| 4.5 | 106 | < 0.1% |
| 4.09 | 105 | < 0.1% |
| Other values (6429) | 224077 |
| Value | Count | Frequency (%) |
| 0.01 | 8 | < 0.1% |
| 0.02 | 15 | < 0.1% |
| 0.03 | 26 | < 0.1% |
| 0.04 | 57 | < 0.1% |
| 0.05 | 118 | |
| 0.06 | 194 | |
| 0.07 | 201 | |
| 0.08 | 209 | |
| 0.09 | 211 | |
| 0.1 | 210 |
| Value | Count | Frequency (%) |
| 0.02 | 2 | < 0.1% |
| 0.03 | 8 | < 0.1% |
| 0.04 | 11 | < 0.1% |
| 0.05 | 40 | |
| 0.06 | 68 | |
| 0.07 | 77 | |
| 0.08 | 75 | |
| 0.09 | 76 | |
| 0.1 | 76 | |
| 0.11 | 75 |
| Value | Count | Frequency (%) |
| 0.02 | 2 | < 0.1% |
| 0.03 | 8 | < 0.1% |
| 0.04 | 11 | < 0.1% |
| 0.05 | 40 | |
| 0.06 | 68 | |
| 0.07 | 77 | |
| 0.08 | 75 | |
| 0.09 | 76 | |
| 0.1 | 76 | |
| 0.11 | 75 |
| Value | Count | Frequency (%) |
| 0.01 | 8 | < 0.1% |
| 0.02 | 15 | < 0.1% |
| 0.03 | 26 | < 0.1% |
| 0.04 | 57 | < 0.1% |
| 0.05 | 118 | |
| 0.06 | 194 | |
| 0.07 | 201 | |
| 0.08 | 209 | |
| 0.09 | 211 | |
| 0.1 | 210 |
qc (MPa)
Real number (ℝ)
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Distinct | 6800 | 5640 |
| Distinct (%) | 1.0% | 2.5% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 5.361423 | 5.5948569 |
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Minimum | 0.01 | 0.01 |
| Maximum | 92.67 | 86.67 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 10.6 MiB | 3.4 MiB |
Quantile statistics
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Minimum | 0.01 | 0.01 |
| 5-th percentile | 0.48 | 0.46 |
| Q1 | 1.07 | 0.97 |
| median | 2.52 | 2.57 |
| Q3 | 6.01 | 6.56 |
| 95-th percentile | 20.69 | 21.69 |
| Maximum | 92.67 | 86.67 |
| Range | 92.66 | 86.66 |
| Interquartile range (IQR) | 4.94 | 5.59 |
Descriptive statistics
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Standard deviation | 8.2054446 | 8.2836627 |
| Coefficient of variation (CV) | 1.5304602 | 1.4805853 |
| Kurtosis | 16.865959 | 14.745761 |
| Mean | 5.361423 | 5.5948569 |
| Median Absolute Deviation (MAD) | 1.74 | 1.86 |
| Skewness | 3.6749776 | 3.3630745 |
| Sum | 3728355 | 1259631.7 |
| Variance | 67.329322 | 68.619067 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.92 | 3217 | 0.5% |
| 0.94 | 3070 | 0.4% |
| 0.93 | 2907 | 0.4% |
| 0.95 | 2881 | 0.4% |
| 0.97 | 2877 | 0.4% |
| 0.91 | 2792 | 0.4% |
| 0.98 | 2769 | 0.4% |
| 0.96 | 2759 | 0.4% |
| 1 | 2747 | 0.4% |
| 0.9 | 2726 | 0.4% |
| Other values (6790) | 666659 |
| Value | Count | Frequency (%) |
| 0.9 | 1133 | 0.5% |
| 0.84 | 1127 | 0.5% |
| 0.91 | 1122 | 0.5% |
| 0.85 | 1083 | 0.5% |
| 0.8 | 1068 | 0.5% |
| 0.89 | 1057 | 0.5% |
| 0.81 | 1046 | 0.5% |
| 0.83 | 1040 | 0.5% |
| 0.82 | 1038 | 0.5% |
| 0.78 | 1033 | 0.5% |
| Other values (5630) | 214394 |
| Value | Count | Frequency (%) |
| 0.01 | 46 | |
| 0.02 | 86 | |
| 0.03 | 63 | |
| 0.04 | 50 | |
| 0.05 | 76 | |
| 0.06 | 85 | |
| 0.07 | 109 | |
| 0.08 | 95 | |
| 0.09 | 98 | |
| 0.1 | 80 |
| Value | Count | Frequency (%) |
| 0.01 | 25 | |
| 0.02 | 44 | |
| 0.03 | 21 | |
| 0.04 | 32 | |
| 0.05 | 38 | |
| 0.06 | 14 | < 0.1% |
| 0.07 | 14 | < 0.1% |
| 0.08 | 9 | < 0.1% |
| 0.09 | 13 | < 0.1% |
| 0.1 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.01 | 25 | |
| 0.02 | 44 | |
| 0.03 | 21 | |
| 0.04 | 32 | |
| 0.05 | 38 | |
| 0.06 | 14 | < 0.1% |
| 0.07 | 14 | < 0.1% |
| 0.08 | 9 | < 0.1% |
| 0.09 | 13 | < 0.1% |
| 0.1 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.01 | 46 | |
| 0.02 | 86 | |
| 0.03 | 63 | |
| 0.04 | 50 | |
| 0.05 | 76 | |
| 0.06 | 85 | |
| 0.07 | 109 | |
| 0.08 | 95 | |
| 0.09 | 98 | |
| 0.1 | 80 |
fs (kPa)
Real number (ℝ)
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Distinct | 8792 | 5124 |
| Distinct (%) | 1.3% | 2.3% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 53.793241 | 55.563215 |
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Minimum | 0.01 | 0.01 |
| Maximum | 1160.7 | 1191.2 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 10.6 MiB | 3.4 MiB |
Quantile statistics
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Minimum | 0.01 | 0.01 |
| 5-th percentile | 6.7 | 7.2 |
| Q1 | 17 | 17.5 |
| median | 33.4 | 32.8 |
| Q3 | 66.5 | 65.1 |
| 95-th percentile | 162.8 | 179.9 |
| Maximum | 1160.7 | 1191.2 |
| Range | 1160.69 | 1191.19 |
| Interquartile range (IQR) | 49.5 | 47.6 |
Descriptive statistics
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Standard deviation | 65.054736 | 71.334796 |
| Coefficient of variation (CV) | 1.2093478 | 1.2838493 |
| Kurtosis | 26.557494 | 24.455086 |
| Mean | 53.793241 | 55.563215 |
| Median Absolute Deviation (MAD) | 20.2 | 19 |
| Skewness | 4.0537086 | 4.0138273 |
| Sum | 37408035 | 12509558 |
| Variance | 4232.1186 | 5088.6531 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10.9 | 1676 | 0.2% |
| 11 | 1652 | 0.2% |
| 10.4 | 1651 | 0.2% |
| 10.3 | 1626 | 0.2% |
| 9.9 | 1614 | 0.2% |
| 9.3 | 1608 | 0.2% |
| 9.8 | 1602 | 0.2% |
| 15.9 | 1584 | 0.2% |
| 12.1 | 1581 | 0.2% |
| 9.2 | 1576 | 0.2% |
| Other values (8782) | 679234 |
| Value | Count | Frequency (%) |
| 15.9 | 602 | 0.3% |
| 14.3 | 588 | 0.3% |
| 13 | 584 | 0.3% |
| 13.1 | 571 | 0.3% |
| 13.7 | 562 | 0.2% |
| 13.2 | 557 | 0.2% |
| 13.8 | 537 | 0.2% |
| 14.6 | 535 | 0.2% |
| 16.7 | 534 | 0.2% |
| 16.5 | 531 | 0.2% |
| Other values (5114) | 219540 |
| Value | Count | Frequency (%) |
| 0.01 | 5 | < 0.1% |
| 0.02 | 38 | < 0.1% |
| 0.03 | 33 | < 0.1% |
| 0.04 | 22 | < 0.1% |
| 0.05 | 12 | < 0.1% |
| 0.06 | 2 | < 0.1% |
| 0.07 | 1 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.09 | 2 | < 0.1% |
| 0.1 | 109 |
| Value | Count | Frequency (%) |
| 0.01 | 5 | < 0.1% |
| 0.02 | 28 | |
| 0.03 | 14 | < 0.1% |
| 0.04 | 25 | |
| 0.05 | 14 | < 0.1% |
| 0.06 | 4 | < 0.1% |
| 0.1 | 28 | |
| 0.2 | 30 | |
| 0.3 | 35 | |
| 0.4 | 40 |
| Value | Count | Frequency (%) |
| 0.01 | 5 | < 0.1% |
| 0.02 | 28 | |
| 0.03 | 14 | < 0.1% |
| 0.04 | 25 | |
| 0.05 | 14 | < 0.1% |
| 0.06 | 4 | < 0.1% |
| 0.1 | 28 | |
| 0.2 | 30 | |
| 0.3 | 35 | |
| 0.4 | 40 |
| Value | Count | Frequency (%) |
| 0.01 | 5 | < 0.1% |
| 0.02 | 38 | < 0.1% |
| 0.03 | 33 | < 0.1% |
| 0.04 | 22 | < 0.1% |
| 0.05 | 12 | < 0.1% |
| 0.06 | 2 | < 0.1% |
| 0.07 | 1 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.09 | 2 | < 0.1% |
| 0.1 | 109 |
Rf (%)
Real number (ℝ)
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Distinct | 989 | 954 |
| Distinct (%) | 0.1% | 0.4% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 1.7585054 | 1.7701536 |
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Minimum | 0.01 | 0.01 |
| Maximum | 9.93 | 9.89 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 10.6 MiB | 3.4 MiB |
Quantile statistics
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Minimum | 0.01 | 0.01 |
| 5-th percentile | 0.24 | 0.26 |
| Q1 | 0.72 | 0.72 |
| median | 1.34 | 1.38 |
| Q3 | 2.31 | 2.31 |
| 95-th percentile | 4.82 | 4.88 |
| Maximum | 9.93 | 9.89 |
| Range | 9.92 | 9.88 |
| Interquartile range (IQR) | 1.59 | 1.59 |
Descriptive statistics
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Standard deviation | 1.4811699 | 1.470613 |
| Coefficient of variation (CV) | 0.84228912 | 0.83078271 |
| Kurtosis | 3.6758713 | 3.7495117 |
| Mean | 1.7585054 | 1.7701536 |
| Median Absolute Deviation (MAD) | 0.74 | 0.77 |
| Skewness | 1.7469886 | 1.7502985 |
| Sum | 1222871.7 | 398534.16 |
| Variance | 2.1938644 | 2.1627027 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.41 | 3239 | 0.5% |
| 0.39 | 3216 | 0.5% |
| 0.4 | 3208 | 0.5% |
| 0.36 | 3164 | 0.5% |
| 0.42 | 3099 | 0.4% |
| 0.34 | 3096 | 0.4% |
| 0.31 | 3072 | 0.4% |
| 0.3 | 3072 | 0.4% |
| 0.38 | 3054 | 0.4% |
| 0.29 | 3032 | 0.4% |
| Other values (979) | 664152 |
| Value | Count | Frequency (%) |
| 0.37 | 1208 | 0.5% |
| 0.36 | 1163 | 0.5% |
| 0.33 | 1142 | 0.5% |
| 0.34 | 1123 | 0.5% |
| 0.32 | 1122 | 0.5% |
| 0.35 | 1121 | 0.5% |
| 0.4 | 1116 | 0.5% |
| 0.39 | 1079 | 0.5% |
| 0.31 | 1078 | 0.5% |
| 0.44 | 1063 | 0.5% |
| Other values (944) | 213926 |
| Value | Count | Frequency (%) |
| 0.01 | 317 | < 0.1% |
| 0.02 | 188 | < 0.1% |
| 0.03 | 298 | < 0.1% |
| 0.04 | 379 | 0.1% |
| 0.05 | 409 | 0.1% |
| 0.06 | 590 | |
| 0.07 | 664 | |
| 0.08 | 751 | |
| 0.09 | 905 | |
| 0.1 | 1053 |
| Value | Count | Frequency (%) |
| 0.01 | 169 | |
| 0.02 | 77 | < 0.1% |
| 0.03 | 73 | < 0.1% |
| 0.04 | 74 | < 0.1% |
| 0.05 | 86 | < 0.1% |
| 0.06 | 99 | < 0.1% |
| 0.07 | 143 | |
| 0.08 | 207 | |
| 0.09 | 214 | |
| 0.1 | 282 |
| Value | Count | Frequency (%) |
| 0.01 | 169 | |
| 0.02 | 77 | < 0.1% |
| 0.03 | 73 | < 0.1% |
| 0.04 | 74 | < 0.1% |
| 0.05 | 86 | < 0.1% |
| 0.06 | 99 | < 0.1% |
| 0.07 | 143 | |
| 0.08 | 207 | |
| 0.09 | 214 | |
| 0.1 | 282 |
| Value | Count | Frequency (%) |
| 0.01 | 317 | 0.1% |
| 0.02 | 188 | 0.1% |
| 0.03 | 298 | 0.1% |
| 0.04 | 379 | 0.2% |
| 0.05 | 409 | 0.2% |
| 0.06 | 590 | |
| 0.07 | 664 | |
| 0.08 | 751 | |
| 0.09 | 905 | |
| 0.1 | 1053 |
σ,v (kPa)
Real number (ℝ)
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Distinct | 8333 | 6439 |
| Distinct (%) | 1.2% | 2.9% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 269.16418 | 256.22597 |
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Minimum | 0.19 | 0.38 |
| Maximum | 1441.15 | 1238.61 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 10.6 MiB | 3.4 MiB |
Quantile statistics
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Minimum | 0.19 | 0.38 |
| 5-th percentile | 29.64 | 26.41 |
| Q1 | 120.84 | 113.43 |
| median | 227.62 | 221.92 |
| Q3 | 354.92 | 351.31 |
| 95-th percentile | 691.98 | 605.34 |
| Maximum | 1441.15 | 1238.61 |
| Range | 1440.96 | 1238.23 |
| Interquartile range (IQR) | 234.08 | 237.88 |
Descriptive statistics
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Standard deviation | 204.23372 | 189.85568 |
| Coefficient of variation (CV) | 0.75877005 | 0.74096971 |
| Kurtosis | 2.8018082 | 2.6303474 |
| Mean | 269.16418 | 256.22597 |
| Median Absolute Deviation (MAD) | 115.52 | 117.23 |
| Skewness | 1.435874 | 1.3261443 |
| Sum | 1.8717785 × 108 | 57686972 |
| Variance | 41711.413 | 36045.181 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 98.61 | 325 | < 0.1% |
| 98.04 | 325 | < 0.1% |
| 98.42 | 325 | < 0.1% |
| 97.85 | 325 | < 0.1% |
| 97.66 | 324 | < 0.1% |
| 98.23 | 324 | < 0.1% |
| 148.96 | 324 | < 0.1% |
| 133.57 | 324 | < 0.1% |
| 97.28 | 323 | < 0.1% |
| 101.46 | 323 | < 0.1% |
| Other values (8323) | 692162 |
| Value | Count | Frequency (%) |
| 85.69 | 108 | < 0.1% |
| 86.07 | 107 | < 0.1% |
| 116.47 | 107 | < 0.1% |
| 114.19 | 107 | < 0.1% |
| 115.14 | 106 | < 0.1% |
| 115.9 | 106 | < 0.1% |
| 116.28 | 106 | < 0.1% |
| 85.88 | 106 | < 0.1% |
| 85.5 | 106 | < 0.1% |
| 77.71 | 105 | < 0.1% |
| Other values (6429) | 224077 |
| Value | Count | Frequency (%) |
| 0.19 | 8 | < 0.1% |
| 0.38 | 15 | < 0.1% |
| 0.57 | 26 | < 0.1% |
| 0.76 | 57 | < 0.1% |
| 0.95 | 118 | |
| 1.14 | 194 | |
| 1.33 | 201 | |
| 1.52 | 209 | |
| 1.71 | 211 | |
| 1.9 | 210 |
| Value | Count | Frequency (%) |
| 0.38 | 2 | < 0.1% |
| 0.57 | 8 | < 0.1% |
| 0.76 | 11 | < 0.1% |
| 0.95 | 40 | |
| 1.14 | 68 | |
| 1.33 | 77 | |
| 1.52 | 75 | |
| 1.71 | 76 | |
| 1.9 | 76 | |
| 2.09 | 75 |
| Value | Count | Frequency (%) |
| 0.38 | 2 | < 0.1% |
| 0.57 | 8 | < 0.1% |
| 0.76 | 11 | < 0.1% |
| 0.95 | 40 | |
| 1.14 | 68 | |
| 1.33 | 77 | |
| 1.52 | 75 | |
| 1.71 | 76 | |
| 1.9 | 76 | |
| 2.09 | 75 |
| Value | Count | Frequency (%) |
| 0.19 | 8 | < 0.1% |
| 0.38 | 15 | < 0.1% |
| 0.57 | 26 | < 0.1% |
| 0.76 | 57 | < 0.1% |
| 0.95 | 118 | |
| 1.14 | 194 | |
| 1.33 | 201 | |
| 1.52 | 209 | |
| 1.71 | 211 | |
| 1.9 | 210 |
u0 (kPa)
Real number (ℝ)
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Distinct | 8354 | 6440 |
| Distinct (%) | 1.2% | 2.9% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 131.52354 | 126.64863 |
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Minimum | 0.1 | 0.1 |
| Maximum | 744.09 | 639.51 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 10.6 MiB | 3.4 MiB |
Quantile statistics
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Minimum | 0.1 | 0.1 |
| 5-th percentile | 11.67 | 11.09 |
| Q1 | 55.03 | 52.88 |
| median | 109.48 | 108.2 |
| Q3 | 176.19 | 175.5 |
| 95-th percentile | 346.78 | 305.19 |
| Maximum | 744.09 | 639.51 |
| Range | 743.99 | 639.41 |
| Interquartile range (IQR) | 121.16 | 122.62 |
Descriptive statistics
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Standard deviation | 104.64368 | 97.663357 |
| Coefficient of variation (CV) | 0.79562696 | 0.77113629 |
| Kurtosis | 3.0872098 | 2.9211755 |
| Mean | 131.52354 | 126.64863 |
| Median Absolute Deviation (MAD) | 59.35 | 60.24 |
| Skewness | 1.4948217 | 1.3957386 |
| Sum | 91461998 | 28513800 |
| Variance | 10950.299 | 9538.1312 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50.62 | 332 | < 0.1% |
| 50.52 | 332 | < 0.1% |
| 50.91 | 331 | < 0.1% |
| 50.82 | 331 | < 0.1% |
| 52.29 | 331 | < 0.1% |
| 50.23 | 331 | < 0.1% |
| 50.42 | 331 | < 0.1% |
| 50.72 | 331 | < 0.1% |
| 40.22 | 330 | < 0.1% |
| 49.34 | 330 | < 0.1% |
| Other values (8344) | 692094 |
| Value | Count | Frequency (%) |
| 40.91 | 111 | < 0.1% |
| 41.1 | 111 | < 0.1% |
| 41.01 | 111 | < 0.1% |
| 44.24 | 110 | < 0.1% |
| 39.93 | 110 | < 0.1% |
| 42.97 | 110 | < 0.1% |
| 43.07 | 110 | < 0.1% |
| 41.2 | 110 | < 0.1% |
| 15.3 | 110 | < 0.1% |
| 40.12 | 110 | < 0.1% |
| Other values (6430) | 224038 |
| Value | Count | Frequency (%) |
| 0.1 | 87 | < 0.1% |
| 0.2 | 94 | < 0.1% |
| 0.29 | 104 | < 0.1% |
| 0.39 | 135 | |
| 0.49 | 196 | |
| 0.59 | 271 | |
| 0.69 | 278 | |
| 0.78 | 288 | |
| 0.88 | 291 | |
| 0.98 | 290 |
| Value | Count | Frequency (%) |
| 0.1 | 21 | < 0.1% |
| 0.2 | 22 | < 0.1% |
| 0.29 | 28 | < 0.1% |
| 0.39 | 31 | < 0.1% |
| 0.49 | 60 | |
| 0.59 | 89 | |
| 0.69 | 98 | |
| 0.78 | 96 | |
| 0.88 | 98 | |
| 0.98 | 98 |
| Value | Count | Frequency (%) |
| 0.1 | 21 | < 0.1% |
| 0.2 | 22 | < 0.1% |
| 0.29 | 28 | < 0.1% |
| 0.39 | 31 | < 0.1% |
| 0.49 | 60 | |
| 0.59 | 89 | |
| 0.69 | 98 | |
| 0.78 | 96 | |
| 0.88 | 98 | |
| 0.98 | 98 |
| Value | Count | Frequency (%) |
| 0.1 | 87 | < 0.1% |
| 0.2 | 94 | < 0.1% |
| 0.29 | 104 | < 0.1% |
| 0.39 | 135 | |
| 0.49 | 196 | |
| 0.59 | 271 | |
| 0.69 | 278 | |
| 0.78 | 288 | |
| 0.88 | 291 | |
| 0.98 | 290 |
σ',v (kPa)
Real number (ℝ)
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Distinct | 41848 | 28173 |
| Distinct (%) | 6.0% | 12.5% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 137.64073 | 129.57743 |
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Minimum | 0.09 | 0.18 |
| Maximum | 697.06 | 599.1 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 10.6 MiB | 3.4 MiB |
Quantile statistics
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Minimum | 0.09 | 0.18 |
| 5-th percentile | 14.52 | 12.87 |
| Q1 | 63.78 | 59.18 |
| median | 118.09 | 113.77 |
| Q3 | 180.95 | 177.19 |
| 95-th percentile | 345.91 | 303.02 |
| Maximum | 697.06 | 599.1 |
| Range | 696.97 | 598.92 |
| Interquartile range (IQR) | 117.17 | 118.01 |
Descriptive statistics
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Standard deviation | 101.67914 | 93.675889 |
| Coefficient of variation (CV) | 0.73872859 | 0.72293368 |
| Kurtosis | 2.3120118 | 2.1627607 |
| Mean | 137.64073 | 129.57743 |
| Median Absolute Deviation (MAD) | 58.08 | 58.37 |
| Skewness | 1.3235413 | 1.216972 |
| Sum | 95715915 | 29173192 |
| Variance | 10338.648 | 8775.1721 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 47.7 | 250 | < 0.1% |
| 48.98 | 249 | < 0.1% |
| 46.23 | 249 | < 0.1% |
| 47.33 | 249 | < 0.1% |
| 47.42 | 249 | < 0.1% |
| 47.24 | 249 | < 0.1% |
| 46.69 | 248 | < 0.1% |
| 49.07 | 248 | < 0.1% |
| 47.05 | 248 | < 0.1% |
| 46.04 | 248 | < 0.1% |
| Other values (41838) | 692917 |
| Value | Count | Frequency (%) |
| 9.19 | 90 | < 0.1% |
| 38.51 | 89 | < 0.1% |
| 17.09 | 88 | < 0.1% |
| 14.34 | 88 | < 0.1% |
| 9.74 | 88 | < 0.1% |
| 29.78 | 88 | < 0.1% |
| 9.47 | 88 | < 0.1% |
| 9.65 | 88 | < 0.1% |
| 9.1 | 88 | < 0.1% |
| 14.43 | 88 | < 0.1% |
| Other values (28163) | 224258 |
| Value | Count | Frequency (%) |
| 0.09 | 8 | < 0.1% |
| 0.18 | 15 | < 0.1% |
| 0.28 | 26 | < 0.1% |
| 0.37 | 57 | < 0.1% |
| 0.46 | 118 | |
| 0.55 | 194 | |
| 0.64 | 201 | |
| 0.74 | 209 | |
| 0.83 | 211 | |
| 0.92 | 210 |
| Value | Count | Frequency (%) |
| 0.18 | 2 | < 0.1% |
| 0.28 | 8 | < 0.1% |
| 0.37 | 11 | < 0.1% |
| 0.46 | 40 | |
| 0.55 | 68 | |
| 0.64 | 77 | |
| 0.74 | 75 | |
| 0.83 | 76 | |
| 0.92 | 76 | |
| 1.01 | 75 |
| Value | Count | Frequency (%) |
| 0.18 | 2 | < 0.1% |
| 0.28 | 8 | < 0.1% |
| 0.37 | 11 | < 0.1% |
| 0.46 | 40 | |
| 0.55 | 68 | |
| 0.64 | 77 | |
| 0.74 | 75 | |
| 0.83 | 76 | |
| 0.92 | 76 | |
| 1.01 | 75 |
| Value | Count | Frequency (%) |
| 0.09 | 8 | < 0.1% |
| 0.18 | 15 | < 0.1% |
| 0.28 | 26 | < 0.1% |
| 0.37 | 57 | < 0.1% |
| 0.46 | 118 | |
| 0.55 | 194 | |
| 0.64 | 201 | |
| 0.74 | 209 | |
| 0.83 | 211 | |
| 0.92 | 210 |
Qtn (-)
Real number (ℝ)
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Distinct | 50088 | 31975 |
| Distinct (%) | 7.2% | 14.2% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 60.41043 | 63.263086 |
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Minimum | 0.18 | 0.22 |
| Maximum | 1001 | 1001 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 10.6 MiB | 3.4 MiB |
Quantile statistics
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Minimum | 0.18 | 0.22 |
| 5-th percentile | 1.98 | 1.89 |
| Q1 | 5.53 | 5.62 |
| median | 22.87 | 25.97 |
| Q3 | 58.49 | 65.41 |
| 95-th percentile | 274.697 | 280.29 |
| Maximum | 1001 | 1001 |
| Range | 1000.82 | 1000.78 |
| Interquartile range (IQR) | 52.96 | 59.79 |
Descriptive statistics
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Standard deviation | 111.6123 | 110.53207 |
| Coefficient of variation (CV) | 1.8475667 | 1.7471812 |
| Kurtosis | 18.683964 | 18.174503 |
| Mean | 60.41043 | 63.263086 |
| Median Absolute Deviation (MAD) | 19.18 | 22.4 |
| Skewness | 3.891378 | 3.7625557 |
| Sum | 42009654 | 14243114 |
| Variance | 12457.305 | 12217.339 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.08 | 567 | 0.1% |
| 2.06 | 566 | 0.1% |
| 2.03 | 565 | 0.1% |
| 2.01 | 558 | 0.1% |
| 1.38 | 555 | 0.1% |
| 2.13 | 553 | 0.1% |
| 2.16 | 551 | 0.1% |
| 2.05 | 550 | 0.1% |
| 2.04 | 547 | 0.1% |
| 2.09 | 545 | 0.1% |
| Other values (50078) | 689847 |
| Value | Count | Frequency (%) |
| 1.9 | 461 | 0.2% |
| 1.91 | 455 | 0.2% |
| 1.89 | 432 | 0.2% |
| 1.92 | 428 | 0.2% |
| 1.88 | 415 | 0.2% |
| 1.93 | 403 | 0.2% |
| 1.87 | 398 | 0.2% |
| 1.97 | 389 | 0.2% |
| 1.86 | 378 | 0.2% |
| 1.94 | 371 | 0.2% |
| Other values (31965) | 221011 |
| Value | Count | Frequency (%) |
| 0.18 | 1 | |
| 0.21 | 1 | |
| 0.25 | 1 | |
| 0.27 | 2 | |
| 0.29 | 1 | |
| 0.31 | 1 | |
| 0.34 | 2 | |
| 0.35 | 1 | |
| 0.37 | 1 | |
| 0.38 | 1 |
| Value | Count | Frequency (%) |
| 0.22 | 1 | < 0.1% |
| 0.42 | 1 | < 0.1% |
| 0.49 | 1 | < 0.1% |
| 0.58 | 2 | < 0.1% |
| 0.59 | 6 | |
| 0.6 | 1 | < 0.1% |
| 0.61 | 3 | |
| 0.62 | 4 | |
| 0.63 | 5 | |
| 0.64 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.22 | 1 | < 0.1% |
| 0.42 | 1 | < 0.1% |
| 0.49 | 1 | < 0.1% |
| 0.58 | 2 | < 0.1% |
| 0.59 | 6 | |
| 0.6 | 1 | < 0.1% |
| 0.61 | 3 | |
| 0.62 | 4 | |
| 0.63 | 5 | |
| 0.64 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.18 | 1 | |
| 0.21 | 1 | |
| 0.25 | 1 | |
| 0.27 | 2 | |
| 0.29 | 1 | |
| 0.31 | 1 | |
| 0.34 | 2 | |
| 0.35 | 1 | |
| 0.37 | 1 | |
| 0.38 | 1 |
Fr (%)
Real number (ℝ)
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Distinct | 999 | 999 |
| Distinct (%) | 0.1% | 0.4% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 2.2532227 | 2.2852119 |
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Minimum | 0.01 | 0.01 |
| Maximum | 9.99 | 9.99 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 10.6 MiB | 3.4 MiB |
Quantile statistics
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Minimum | 0.01 | 0.01 |
| 5-th percentile | 0.25 | 0.27 |
| Q1 | 0.81 | 0.78 |
| median | 1.67 | 1.68 |
| Q3 | 3.11 | 3.26 |
| 95-th percentile | 6.41 | 6.3 |
| Maximum | 9.99 | 9.99 |
| Range | 9.98 | 9.98 |
| Interquartile range (IQR) | 2.3 | 2.48 |
Descriptive statistics
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Standard deviation | 1.9402537 | 1.9476584 |
| Coefficient of variation (CV) | 0.86110161 | 0.8522879 |
| Kurtosis | 1.9088177 | 1.6490471 |
| Mean | 2.2532227 | 2.2852119 |
| Median Absolute Deviation (MAD) | 1.05 | 1.1 |
| Skewness | 1.4302542 | 1.3453228 |
| Sum | 1566900.1 | 514494.89 |
| Variance | 3.7645845 | 3.7933734 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.37 | 2995 | 0.4% |
| 0.36 | 2968 | 0.4% |
| 0.33 | 2919 | 0.4% |
| 0.34 | 2836 | 0.4% |
| 0.31 | 2836 | 0.4% |
| 0.38 | 2829 | 0.4% |
| 0.41 | 2828 | 0.4% |
| 0.32 | 2827 | 0.4% |
| 0.45 | 2807 | 0.4% |
| 0.35 | 2781 | 0.4% |
| Other values (989) | 666778 |
| Value | Count | Frequency (%) |
| 0.37 | 1210 | 0.5% |
| 0.38 | 1111 | 0.5% |
| 0.33 | 1096 | 0.5% |
| 0.34 | 1093 | 0.5% |
| 0.35 | 1078 | 0.5% |
| 0.4 | 1066 | 0.5% |
| 0.36 | 1065 | 0.5% |
| 0.39 | 1050 | 0.5% |
| 0.44 | 1033 | 0.5% |
| 0.43 | 1031 | 0.5% |
| Other values (989) | 214308 |
| Value | Count | Frequency (%) |
| 0.01 | 264 | < 0.1% |
| 0.02 | 189 | < 0.1% |
| 0.03 | 256 | < 0.1% |
| 0.04 | 322 | < 0.1% |
| 0.05 | 385 | |
| 0.06 | 551 | |
| 0.07 | 586 | |
| 0.08 | 732 | |
| 0.09 | 799 | |
| 0.1 | 925 |
| Value | Count | Frequency (%) |
| 0.01 | 159 | |
| 0.02 | 81 | < 0.1% |
| 0.03 | 70 | < 0.1% |
| 0.04 | 73 | < 0.1% |
| 0.05 | 77 | < 0.1% |
| 0.06 | 103 | |
| 0.07 | 119 | |
| 0.08 | 200 | |
| 0.09 | 212 | |
| 0.1 | 238 |
| Value | Count | Frequency (%) |
| 0.01 | 159 | |
| 0.02 | 81 | < 0.1% |
| 0.03 | 70 | < 0.1% |
| 0.04 | 73 | < 0.1% |
| 0.05 | 77 | < 0.1% |
| 0.06 | 103 | |
| 0.07 | 119 | |
| 0.08 | 200 | |
| 0.09 | 212 | |
| 0.1 | 238 |
| Value | Count | Frequency (%) |
| 0.01 | 264 | 0.1% |
| 0.02 | 189 | 0.1% |
| 0.03 | 256 | 0.1% |
| 0.04 | 322 | 0.1% |
| 0.05 | 385 | |
| 0.06 | 551 | |
| 0.07 | 586 | |
| 0.08 | 732 | |
| 0.09 | 799 | |
| 0.1 | 925 |
Oberhollenzer_classes
Numeric
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Distinct | 7 | 7 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 10.6 MiB | 3.4 MiB |
| 5 | |
|---|---|
| 2 | |
| 6 | |
| 7 | |
| 4 | |
| Other values (2) |
| 5.0 | |
|---|---|
| 6.0 | |
| 2.0 | |
| 7.0 | |
| 4.0 | |
| Other values (2) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Profiling report - Train | Profiling report - Test | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| 1st row | 4.0 |
|---|---|
| 2nd row | 4.0 |
| 3rd row | 4.0 |
| 4th row | 4.0 |
| 5th row | 4.0 |
Common Values
| Value | Count | Frequency (%) |
| 5 | 155490 | |
| 2 | 135616 | |
| 6 | 127983 | |
| 7 | 116888 | |
| 4 | 61382 | 8.8% |
| 1 | 60114 | 8.6% |
| 0 | 37931 | 5.5% |
| Value | Count | Frequency (%) |
| 5.0 | 44611 | |
| 6.0 | 39103 | |
| 2.0 | 38391 | |
| 7.0 | 35190 | |
| 4.0 | 27655 | |
| 1.0 | 24125 | |
| 0.0 | 16066 | 7.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
Profiling report - Train
Profiling report - Test
| Value | Count | Frequency (%) |
| 5.0 | 44611 | |
| 6.0 | 39103 | |
| 2.0 | 38391 | |
| 7.0 | 35190 | |
| 4.0 | 27655 | |
| 1.0 | 24125 | |
| 0.0 | 16066 | 7.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 241207 | |
| . | 225141 | |
| 5 | 44611 | 6.6% |
| 6 | 39103 | 5.8% |
| 2 | 38391 | 5.7% |
| 7 | 35190 | 5.2% |
| 4 | 27655 | 4.1% |
| 1 | 24125 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 675423 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 241207 | |
| . | 225141 | |
| 5 | 44611 | 6.6% |
| 6 | 39103 | 5.8% |
| 2 | 38391 | 5.7% |
| 7 | 35190 | 5.2% |
| 4 | 27655 | 4.1% |
| 1 | 24125 | 3.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 675423 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 241207 | |
| . | 225141 | |
| 5 | 44611 | 6.6% |
| 6 | 39103 | 5.8% |
| 2 | 38391 | 5.7% |
| 7 | 35190 | 5.2% |
| 4 | 27655 | 4.1% |
| 1 | 24125 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 675423 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 241207 | |
| . | 225141 | |
| 5 | 44611 | 6.6% |
| 6 | 39103 | 5.8% |
| 2 | 38391 | 5.7% |
| 7 | 35190 | 5.2% |
| 4 | 27655 | 4.1% |
| 1 | 24125 | 3.6% |
Interactions
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Profiling report - Test
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Profiling report - Test
Profiling report - Train
Profiling report - Test
Profiling report - Train
Profiling report - Test
Profiling report - Train
Profiling report - Test
Profiling report - Train
Profiling report - Test
Profiling report - Train
Profiling report - Test
Profiling report - Train
Profiling report - Test
Profiling report - Train
Profiling report - Test
Profiling report - Train
Profiling report - Test
Interaction plot not present for dataset
Profiling report - Train
Profiling report - Test
Profiling report - Train
Profiling report - Test
Profiling report - Train
Profiling report - Test
Profiling report - Train
Profiling report - Test
Profiling report - Train
Profiling report - Test
Profiling report - Train
Profiling report - Test
Profiling report - Train
Profiling report - Test
Profiling report - Train
Profiling report - Test
Profiling report - Train
Profiling report - Test
Profiling report - Train
Profiling report - Test
Interaction plot not present for dataset
Profiling report - Train
Profiling report - Test
Interaction plot not present for dataset
Profiling report - Train
Profiling report - Test
Interaction plot not present for dataset
Profiling report - Train
Profiling report - Test
Interaction plot not present for dataset
Profiling report - Train
Profiling report - Test
Interaction plot not present for dataset
Profiling report - Train
Profiling report - Test
Interaction plot not present for dataset
Profiling report - Train
Profiling report - Test
Interaction plot not present for dataset
Profiling report - Train
Profiling report - Test
Interaction plot not present for dataset
Profiling report - Train
Profiling report - Test
Interaction plot not present for dataset
Profiling report - Train
Profiling report - Test
Interaction plot not present for dataset
Correlations
Profiling report - Train
Profiling report - Test
Profiling report - Train
| Depth (m) | Fr (%) | Oberhollenzer_classes | Qtn (-) | Rf (%) | fs (kPa) | qc (MPa) | u0 (kPa) | σ',v (kPa) | σ,v (kPa) | |
|---|---|---|---|---|---|---|---|---|---|---|
| Depth (m) | 1.000 | 0.105 | 0.210 | -0.562 | -0.023 | -0.052 | -0.037 | 0.982 | 0.985 | 1.000 |
| Fr (%) | 0.105 | 1.000 | 0.292 | -0.595 | 0.965 | 0.043 | -0.675 | 0.116 | 0.092 | 0.105 |
| Oberhollenzer_classes | 0.210 | 0.292 | 1.000 | -0.452 | 0.223 | -0.266 | -0.402 | 0.202 | 0.212 | 0.210 |
| Qtn (-) | -0.562 | -0.595 | -0.452 | 1.000 | -0.416 | 0.566 | 0.813 | -0.554 | -0.552 | -0.562 |
| Rf (%) | -0.023 | 0.965 | 0.223 | -0.416 | 1.000 | 0.198 | -0.554 | -0.011 | -0.033 | -0.023 |
| fs (kPa) | -0.052 | 0.043 | -0.266 | 0.566 | 0.198 | 1.000 | 0.663 | -0.061 | -0.043 | -0.052 |
| qc (MPa) | -0.037 | -0.675 | -0.402 | 0.813 | -0.554 | 0.663 | 1.000 | -0.052 | -0.022 | -0.037 |
| u0 (kPa) | 0.982 | 0.116 | 0.202 | -0.554 | -0.011 | -0.061 | -0.052 | 1.000 | 0.936 | 0.982 |
| σ',v (kPa) | 0.985 | 0.092 | 0.212 | -0.552 | -0.033 | -0.043 | -0.022 | 0.936 | 1.000 | 0.985 |
| σ,v (kPa) | 1.000 | 0.105 | 0.210 | -0.562 | -0.023 | -0.052 | -0.037 | 0.982 | 0.985 | 1.000 |
Profiling report - Test
| Depth (m) | Fr (%) | Oberhollenzer_classes | Qtn (-) | Rf (%) | fs (kPa) | qc (MPa) | u0 (kPa) | σ',v (kPa) | σ,v (kPa) | |
|---|---|---|---|---|---|---|---|---|---|---|
| Depth (m) | 1.000 | 0.079 | 0.214 | -0.494 | -0.046 | -0.016 | 0.020 | 0.988 | 0.990 | 1.000 |
| Fr (%) | 0.079 | 1.000 | 0.227 | -0.645 | 0.966 | -0.056 | -0.710 | 0.079 | 0.077 | 0.079 |
| Oberhollenzer_classes | 0.214 | 0.227 | 1.000 | 0.209 | 0.180 | 0.127 | 0.194 | 0.208 | 0.214 | 0.214 |
| Qtn (-) | -0.494 | -0.645 | 0.209 | 1.000 | -0.479 | 0.600 | 0.828 | -0.467 | -0.509 | -0.494 |
| Rf (%) | -0.046 | 0.966 | 0.180 | -0.479 | 1.000 | 0.094 | -0.602 | -0.040 | -0.051 | -0.046 |
| fs (kPa) | -0.016 | -0.056 | 0.127 | 0.600 | 0.094 | 1.000 | 0.699 | 0.005 | -0.034 | -0.016 |
| qc (MPa) | 0.020 | -0.710 | 0.194 | 0.828 | -0.602 | 0.699 | 1.000 | 0.036 | 0.005 | 0.020 |
| u0 (kPa) | 0.988 | 0.079 | 0.208 | -0.467 | -0.040 | 0.005 | 0.036 | 1.000 | 0.957 | 0.988 |
| σ',v (kPa) | 0.990 | 0.077 | 0.214 | -0.509 | -0.051 | -0.034 | 0.005 | 0.957 | 1.000 | 0.990 |
| σ,v (kPa) | 1.000 | 0.079 | 0.214 | -0.494 | -0.046 | -0.016 | 0.020 | 0.988 | 0.990 | 1.000 |
Missing values
Profiling report - Train
A simple visualization of nullity by column.
Profiling report - Test
A simple visualization of nullity by column.
Profiling report - Train
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Profiling report - Test
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
Profiling report - Train
| Depth (m) | qc (MPa) | fs (kPa) | Rf (%) | σ,v (kPa) | u0 (kPa) | σ',v (kPa) | Qtn (-) | Fr (%) | Oberhollenzer_classes | |
|---|---|---|---|---|---|---|---|---|---|---|
| 1488515 | 0.05 | 6.85 | 5.80 | 0.09 | 0.95 | 0.49 | 0.46 | 263.95 | 0.09 | 4.0 |
| 1488516 | 0.06 | 7.92 | 11.60 | 0.17 | 1.14 | 0.59 | 0.55 | 315.95 | 0.17 | 4.0 |
| 1488517 | 0.07 | 9.44 | 23.20 | 0.21 | 1.33 | 0.69 | 0.64 | 339.46 | 0.21 | 4.0 |
| 1488518 | 0.08 | 10.84 | 23.20 | 0.23 | 1.52 | 0.78 | 0.74 | 364.64 | 0.23 | 4.0 |
| 1488519 | 0.09 | 11.28 | 25.60 | 0.22 | 1.71 | 0.88 | 0.83 | 369.59 | 0.22 | 4.0 |
| 1488520 | 0.10 | 11.28 | 26.20 | 0.24 | 1.90 | 0.98 | 0.92 | 368.32 | 0.24 | 4.0 |
| 1488521 | 0.11 | 10.72 | 26.90 | 0.27 | 2.09 | 1.08 | 1.01 | 377.87 | 0.27 | 4.0 |
| 1488522 | 0.12 | 10.21 | 32.90 | 0.32 | 2.28 | 1.18 | 1.10 | 371.23 | 0.32 | 4.0 |
| 1488523 | 0.13 | 8.74 | 35.60 | 0.39 | 2.47 | 1.28 | 1.19 | 359.19 | 0.39 | 4.0 |
| 1488524 | 0.14 | 8.48 | 38.30 | 0.44 | 2.66 | 1.37 | 1.29 | 352.54 | 0.44 | 4.0 |
Profiling report - Test
| Depth (m) | qc (MPa) | fs (kPa) | Rf (%) | σ,v (kPa) | u0 (kPa) | σ',v (kPa) | Qtn (-) | Fr (%) | Oberhollenzer_classes | |
|---|---|---|---|---|---|---|---|---|---|---|
| 1486548 | 0.39 | 0.06 | 0.01 | 0.01 | 7.41 | 3.83 | 3.58 | 23.33 | 0.01 | 4.0 |
| 1486549 | 0.40 | 0.22 | 0.01 | 0.01 | 7.60 | 3.92 | 3.68 | 13.40 | 0.01 | 4.0 |
| 1486550 | 0.41 | 0.05 | 0.01 | 0.01 | 7.79 | 4.02 | 3.77 | 12.04 | 0.01 | 4.0 |
| 1486551 | 0.42 | 0.02 | 0.01 | 0.04 | 7.98 | 4.12 | 3.86 | 4.32 | 0.05 | 4.0 |
| 1486552 | 0.43 | 0.01 | 0.01 | 0.11 | 8.17 | 4.22 | 3.95 | 0.49 | 0.59 | 4.0 |
| 1486581 | 0.72 | 0.02 | 0.02 | 0.03 | 13.68 | 7.06 | 6.62 | 6.28 | 0.04 | 4.0 |
| 1486621 | 1.12 | 0.93 | 0.06 | 0.01 | 21.28 | 10.99 | 10.29 | 40.25 | 0.01 | 4.0 |
| 1486622 | 1.13 | 0.74 | 0.06 | 0.01 | 21.47 | 11.09 | 10.38 | 34.52 | 0.01 | 4.0 |
| 1486623 | 1.14 | 0.69 | 0.06 | 0.01 | 21.66 | 11.18 | 10.48 | 31.31 | 0.01 | 4.0 |
| 1486624 | 1.15 | 0.69 | 0.06 | 0.01 | 21.85 | 11.28 | 10.57 | 30.08 | 0.01 | 4.0 |
Profiling report - Train
| Depth (m) | qc (MPa) | fs (kPa) | Rf (%) | σ,v (kPa) | u0 (kPa) | σ',v (kPa) | Qtn (-) | Fr (%) | Oberhollenzer_classes | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2516961 | 9.69 | 34.65 | 88.80 | 0.26 | 184.11 | 70.53 | 113.58 | 327.45 | 0.26 | 1.0 |
| 2516962 | 9.70 | 35.89 | 89.30 | 0.24 | 184.30 | 70.63 | 113.67 | 345.48 | 0.25 | 1.0 |
| 2516963 | 9.71 | 39.09 | 89.30 | 0.23 | 184.49 | 70.73 | 113.76 | 367.50 | 0.23 | 1.0 |
| 2516964 | 9.72 | 41.45 | 89.20 | 0.22 | 184.68 | 70.83 | 113.85 | 381.95 | 0.22 | 1.0 |
| 2516965 | 9.73 | 40.35 | 88.60 | 0.22 | 184.87 | 70.93 | 113.94 | 386.11 | 0.22 | 1.0 |
| 2516966 | 9.74 | 40.40 | 88.30 | 0.22 | 185.06 | 71.02 | 114.04 | 382.73 | 0.22 | 1.0 |
| 2516967 | 9.75 | 40.44 | 88.10 | 0.22 | 185.25 | 71.12 | 114.13 | 385.14 | 0.22 | 1.0 |
| 2516968 | 9.76 | 41.15 | 94.70 | 0.21 | 185.44 | 71.22 | 114.22 | 397.50 | 0.21 | 1.0 |
| 2516969 | 9.77 | 44.17 | 79.90 | 0.22 | 185.63 | 71.32 | 114.31 | 409.96 | 0.22 | 1.0 |
| 2516970 | 9.78 | 44.37 | 105.50 | 0.14 | 185.82 | 71.42 | 114.40 | 427.65 | 0.14 | 1.0 |
Profiling report - Test
| Depth (m) | qc (MPa) | fs (kPa) | Rf (%) | σ,v (kPa) | u0 (kPa) | σ',v (kPa) | Qtn (-) | Fr (%) | Oberhollenzer_classes | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2511612 | 29.83 | 1.19 | 27.90 | 2.34 | 566.77 | 292.63 | 274.14 | 2.29 | 4.45 | 2.0 |
| 2511613 | 29.84 | 1.20 | 27.90 | 2.33 | 566.96 | 292.73 | 274.23 | 2.29 | 4.44 | 2.0 |
| 2511614 | 29.85 | 1.20 | 27.80 | 2.32 | 567.15 | 292.83 | 274.32 | 2.29 | 4.42 | 2.0 |
| 2511615 | 29.86 | 1.20 | 27.90 | 2.32 | 567.34 | 292.93 | 274.41 | 2.31 | 4.41 | 2.0 |
| 2511616 | 29.87 | 1.20 | 27.80 | 2.32 | 567.53 | 293.02 | 274.51 | 2.31 | 4.39 | 2.0 |
| 2511617 | 29.88 | 1.20 | 27.80 | 2.32 | 567.72 | 293.12 | 274.60 | 2.29 | 4.42 | 2.0 |
| 2511618 | 29.89 | 1.19 | 27.70 | 2.32 | 567.91 | 293.22 | 274.69 | 2.28 | 4.42 | 2.0 |
| 2511619 | 29.90 | 1.20 | 27.70 | 2.32 | 568.10 | 293.32 | 274.78 | 2.28 | 4.42 | 2.0 |
| 2511620 | 29.91 | 1.20 | 27.70 | 2.31 | 568.29 | 293.42 | 274.87 | 2.29 | 4.41 | 2.0 |
| 2511621 | 29.92 | 1.20 | 27.50 | 2.29 | 568.48 | 293.52 | 274.96 | 2.30 | 4.35 | 2.0 |
Duplicate rows
Profiling report - Train
| Depth (m) | qc (MPa) | fs (kPa) | Rf (%) | σ,v (kPa) | u0 (kPa) | σ',v (kPa) | Qtn (-) | Fr (%) | Oberhollenzer_classes | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Dataset does not contain duplicate rows. | |||||||||||
Profiling report - Test
| Depth (m) | qc (MPa) | fs (kPa) | Rf (%) | σ,v (kPa) | u0 (kPa) | σ',v (kPa) | Qtn (-) | Fr (%) | Oberhollenzer_classes | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Dataset does not contain duplicate rows. | |||||||||||